What are confidence thresholds in AI systems?
Answer:
A confidence threshold is a cutoff that decides whether AI proceeds automatically or escalates for review.
The full story
A confidence threshold is a cutoff that decides: act automatically, or escalate.
Practical guidelines
- High threshold: fewer errors, more escalations.
- Low threshold: more automation, more risk.
- Tune by measuring false positives/negatives.
A good rule: start conservative, measure outcomes, then expand autonomy where the data supports it.